Documentation
The Recipient Intelligence API, documented end to end.
Qualia gives your AI agents a persistent model of who they’re writing to. The docs cover everything you need to ship it: authentication, every REST endpoint, the Python and JavaScript SDKs, the Claude MCP server, and the CLI.
Inside the docs
→Quickstart
Your first /context/person call in under five minutes.
→API reference
Six REST endpoints — profiling, message adaptation, relationship state, intent analysis, feedback, and health.
→SDKs & integrations
Python, JavaScript, the Claude MCP server, and the CLI.
→The 12 communication archetypes
The recipient taxonomy behind every response — full reference for registered developers.
→Errors, rate limits & versioning
Everything operational, in one place.
Developer Docs
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